| ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges | May 21, 2025 | Mathvalid | CodeCode Available | 1 | 5 |
| MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models | Aug 30, 2024 | Image CaptioningLanguage Modeling | CodeCode Available | 1 | 5 |
| A Relation Spectrum Inheriting Taylor Series: Muscle Synergy and Coupling for Hand | Apr 25, 2020 | MathRelation | CodeCode Available | 1 | 5 |
| A Symbolic Character-Aware Model for Solving Geometry Problems | Aug 5, 2023 | MathMulti-Label Classification | CodeCode Available | 1 | 5 |
| Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning | Jun 4, 2023 | Math | CodeCode Available | 1 | 5 |
| Mathfish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula | Aug 8, 2024 | GSM8KLanguage Modeling | CodeCode Available | 1 | 5 |
| EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees | Mar 11, 2025 | ChatbotLanguage Modeling | CodeCode Available | 1 | 5 |
| CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning | Oct 14, 2024 | MathMathematical Reasoning | CodeCode Available | 1 | 5 |
| Collective Constitutional AI: Aligning a Language Model with Public Input | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| A Categorical Archive of ChatGPT Failures | Feb 6, 2023 | Math | CodeCode Available | 1 | 5 |
| MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data | Feb 14, 2024 | Automated Theorem ProvingLanguage Modelling | CodeCode Available | 1 | 5 |
| Entropy-Regularized Process Reward Model | Dec 15, 2024 | GSM8KMath | CodeCode Available | 1 | 5 |
| Memory-Efficient and Secure DNN Inference on TrustZone-enabled Consumer IoT Devices | Mar 19, 2024 | Math | CodeCode Available | 1 | 5 |
| Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities | Feb 17, 2025 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports | May 16, 2025 | DiagnosticMath | CodeCode Available | 1 | 5 |
| Entropy-Based Adaptive Weighting for Self-Training | Mar 31, 2025 | GSM8KMath | CodeCode Available | 1 | 5 |
| Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping | Feb 16, 2025 | Code GenerationInstruction Following | CodeCode Available | 1 | 5 |
| Language Models Encode the Value of Numbers Linearly | Jan 8, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning | Jan 27, 2023 | Few-Shot LearningGSM8K | CodeCode Available | 1 | 5 |
| Eliminating Position Bias of Language Models: A Mechanistic Approach | Jul 1, 2024 | Mathobject-detection | CodeCode Available | 1 | 5 |
| Large Language Models Can Be Easily Distracted by Irrelevant Context | Jan 31, 2023 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 1 | 5 |
| Large (Vision) Language Models are Unsupervised In-Context Learners | Apr 3, 2025 | GSM8KIn-Context Learning | CodeCode Available | 1 | 5 |
| Discovering Mathematical Objects of Interest -- A Study of Mathematical Notations | Feb 7, 2020 | Information RetrievalMath | CodeCode Available | 1 | 5 |
| Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning | Jan 19, 2024 | GSM8KMath | CodeCode Available | 1 | 5 |
| Efficient Reasoning for LLMs through Speculative Chain-of-Thought | Apr 27, 2025 | GSM8KMath | CodeCode Available | 1 | 5 |
